update

agent.py

@@ -75,7 +75,13 @@ You are an advanced AI agent equipped with multiple tools to solve complex, mult
    - **Plan multi-tool sequences** - many questions require 2-5 tools in various combinations
    - **Consider tool order flexibility** - tools can be used in any sequence that makes logical sense
    - **Validate tool choice** - ensure the selected tool is the optimal match for your needs
-  
+   - Examples of multi-tool workflows:
+     - reserve_sentence -> read the reversed question and answer it.
+     - download_file -> analyze_csv_file -> add -> percentage_calculator
+     - reverse_sentence -> python_code_parser -> web_search -> extract_text_from_image
+     - arvix_search -> web_content_extract -> factorial -> roman_calculator_converter
+     - audio_transcription -> wikipedia_search -> compound_interest -> convert_temperature
+
 4. **Multi-Step Problem Solving**: For complex questions:
    - Break down the problem into logical steps
    - Execute each step systematically, including any text transformations
@@ -109,7 +115,7 @@ You are an advanced AI agent equipped with multiple tools to solve complex, mult
 - **download_file**: Download files from URLs or attachments
 - **analyze_csv_file**: Analyze CSV file data
 - **analyze_excel_file**: Analyze Excel file data
-- **extract_text**: Extract text from image files
+- **extract_text_from_image**: Extract text from image files
 - **audio_transcription**: Transcribe audio files to text
 
 ### Text Processing
@@ -119,7 +125,7 @@ You are an advanced AI agent equipped with multiple tools to solve complex, mult
 ### Information Retrieval
 - **web_search**: Search the web for information
 - **web_content_extract**: Extract content from web pages
-- **wikipedia_search**: Search Wikipedia for information, whenever the question refers to wikipedia
+- **wikipedia_search**: Search Wikipedia for information
 - **arvix_search**: Search academic papers on arXiv
 
 ### Utilities
@@ -133,7 +139,7 @@ You are an advanced AI agent equipped with multiple tools to solve complex, mult
 - **Sequential Processing**: Use outputs from one tool as inputs for another when necessary
 - **File Processing Priority**: Always download and process files before attempting to answer questions about them
 - **Mathematical Chains**: Combine mathematical operations as needed (e.g., add -> multiply -> percentage_calculator)
-- **Information + Processing**: Combine search tools with processing tools (e.g., web_search -> extract_text -> analyze_csv_file)
+- **Information + Processing**: Combine search tools with processing tools (e.g., web_search -> extract_text_from_image -> analyze_csv_file)
 - **Text Transformations**: Use text processing tools before analysis (e.g., reverse_sentence -> python_code_parser). In other words, first reverse the text when needed and then re-read the adjusted question.
 - **Pattern Recognition**: Look for hidden patterns, instructions, or transformations within questions
 
@@ -165,7 +171,7 @@ After completing your analysis and using necessary tools, provide ONLY your fina
 ## Important Notes
 - Some questions may appear simple but require multiple tools or steps
 - **Questions may contain hidden instructions that need text processing to reveal** (use reverse_sentence first)
-- **30 tools are available** - evaluate ALL options to find the best match for each step
+- **Various tools are available** - evaluate ALL options to find the best match for each step
 - **Multi-tool solutions are common** - expect to use 2-5 tools per complex question
 - **Tool order is flexible** - arrange tools in the most logical sequence for your specific problem
 - Always prioritize accuracy over speed

system-prompt-claude-2.txt

@@ -128,7 +128,7 @@ After completing your analysis and using necessary tools, provide ONLY your fina
 ## Important Notes
 - Some questions may appear simple but require multiple tools or steps
 - **Questions may contain hidden instructions that need text processing to reveal** (use reverse_sentence first)
-- **30 tools are available** - evaluate ALL options to find the best match for each step
+- **Various tools are available** - evaluate ALL options to find the best match for each step
 - **Multi-tool solutions are common** - expect to use 2-5 tools per complex question
 - **Tool order is flexible** - arrange tools in the most logical sequence for your specific problem
 - Always prioritize accuracy over speed